{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 三维情况下，球坐标系中复杂介质的走时场 及 射线追踪 (修正版)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "在原有的示例中，$\\theta$ 的范围设置成[-90, 90]，这是不太合适的，尽管程序能计算出结果。  \n",
    "球坐标系中三个坐标的范围为：  \n",
    "$r \\in [0, +\\infty ]$  \n",
    "$\\theta \\in [0, \\pi]$  \n",
    "$\\phi \\in [0, 2\\pi]$  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyfmm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 三维情况\n",
    "rarr = np.arange(20, 50, 0.2)\n",
    "tarr = np.deg2rad(np.arange(0, 180, 0.5))\n",
    "parr = np.deg2rad(np.arange(0, 5, 0.5))\n",
    "\n",
    "# 慢度场\n",
    "slw  = np.ones((len(rarr), len(tarr), len(parr)), dtype='f')\n",
    "\n",
    "# 随意添加一些异常\n",
    "slw -= 0.3*np.cos(3*tarr)[None,:,None]*np.sin(5*(rarr - np.min(rarr))/(np.max(rarr) - np.min(rarr)))[:,None,None]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7ff41ba37820>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 慢度分布\n",
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "pcm = ax.pcolormesh(tarr, rarr, slw[:, :, 6])\n",
    "# ax.set_thetalim([-np.pi/2, np.pi/2])\n",
    "ax.set_thetalim([0, np.pi])\n",
    "ax.set_rorigin(0.0)\n",
    "fig.colorbar(pcm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "srcloc = [45, np.deg2rad(10.0), np.deg2rad(2.0)]\n",
    "\n",
    "# FMM解\n",
    "TT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    rarr, tarr, parr, slw, sphcoord=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "traveltime=92.476\n"
     ]
    }
   ],
   "source": [
    "# 射线追踪\n",
    "rcvloc = [45, np.deg2rad(178.0), np.deg2rad(4.0)]\n",
    "\n",
    "travt, rays = pyfmm.raytracing(\n",
    "    TT, srcloc, rcvloc, rarr, tarr, parr, 0.1, sphcoord=True)\n",
    "print(f\"traveltime={travt:.3f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7ff418580e50>]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 设置phi方向的索引，观察对应切片 \n",
    "idx = 4\n",
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "cs = ax.contour(tarr, rarr, TT[:, :, idx], levels=30, linewidths=0.5)\n",
    "ax.set_thetalim([0, np.pi])\n",
    "ax.set_rorigin(0.0)\n",
    "ax.clabel(cs)\n",
    "\n",
    "ax.plot(rays[:,1], rays[:,0], c='r', lw=0.8)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[WARNING] For parallel FSM, maxLoops must set at least 2 (already changed).\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "traveltime=92.139\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7ff418618790>]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Fast Sweeping\n",
    "FSMTT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    rarr, tarr, parr, slw, sphcoord=True, useFSM=True, FSMparallel=True)\n",
    "\n",
    "travt, rays = pyfmm.raytracing(\n",
    "    FSMTT, srcloc, rcvloc, rarr, tarr, parr, 0.1, sphcoord=True)\n",
    "print(f\"traveltime={travt:.3f}\")\n",
    "\n",
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "cs = ax.contour(tarr, rarr, FSMTT[:, :, idx], levels=30, linewidths=0.5)\n",
    "ax.set_thetalim([0, np.pi])\n",
    "ax.set_rorigin(0.0)\n",
    "ax.clabel(cs)\n",
    "\n",
    "ax.plot(rays[:,1], rays[:,0], c='r', lw=0.8)"
   ]
  }
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